{"id":"https://openalex.org/W4414554304","doi":"https://doi.org/10.3390/computation13100227","title":"Machine Learning-Assisted Cryptographic Security: A Novel ECC-ANN Framework for MQTT-Based IoT Device Communication","display_name":"Machine Learning-Assisted Cryptographic Security: A Novel ECC-ANN Framework for MQTT-Based IoT Device Communication","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W4414554304","doi":"https://doi.org/10.3390/computation13100227"},"language":"en","primary_location":{"id":"doi:10.3390/computation13100227","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13100227","pdf_url":"https://www.mdpi.com/2079-3197/13/10/227/pdf?version=1758882373","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-3197/13/10/227/pdf?version=1758882373","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119744969","display_name":"Kalimu Karimunda","orcid":null},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Kalimu Karimunda","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":"https://orcid.org/0009-0007-3458-8673","affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094261420","display_name":"Jean de Dieu Marcel Ufitikirezi","orcid":"https://orcid.org/0000-0002-2937-9769"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jean de Dieu Marcel Ufitikirezi","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-2937-9769","affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019922919","display_name":"Roman Bumb\u00e1lek","orcid":"https://orcid.org/0000-0003-2501-6570"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Bumb\u00e1lek","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-2501-6570","affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084637420","display_name":"Tom\u00e1\u0161 Zoubek","orcid":"https://orcid.org/0000-0001-8432-1095"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Zoubek","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8432-1095","affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080051368","display_name":"Petr Barto\u0161","orcid":"https://orcid.org/0000-0001-6242-6347"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Barto\u0161","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075008356","display_name":"Radim Kune\u0161","orcid":null},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radim Kune\u0161","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094261421","display_name":"Sandra Nicole Umurungi","orcid":"https://orcid.org/0009-0000-1412-5531"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Sandra Nicole Umurungi","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119744970","display_name":"Anozie Chukwunyere","orcid":null},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Anozie Chukwunyere","raw_affiliation_strings":["Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technology and Cybernetics, Faculty of Agriculture and Technology, University of South Bohemia in Ceske Budejovice, Studentska 1668, 37005 Ceske Budejovice, Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106961053","display_name":"Mutagisha Norbelt","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mutagisha Norbelt","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, 37 Xueyuan Road, Haidian District, Beijing 100191, China"],"raw_orcid":"https://orcid.org/0009-0001-4949-0878","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, 37 Xueyuan Road, Haidian District, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101635894","display_name":"Bo Gao","orcid":"https://orcid.org/0000-0002-4377-2970"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gao Bo","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Jiaotong University, 3 Shangyuancun, Haidian District, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Jiaotong University, 3 Shangyuancun, Haidian District, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5119744969"],"corresponding_institution_ids":["https://openalex.org/I3124161356"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":2.9051,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93038373,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":"10","first_page":"227","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5425000190734863},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5414999723434448},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.5291000008583069},{"id":"https://openalex.org/keywords/message-queue","display_name":"Message queue","score":0.47909998893737793},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.40230000019073486},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3750999867916107},{"id":"https://openalex.org/keywords/elliptic-curve-cryptography","display_name":"Elliptic curve cryptography","score":0.34299999475479126},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.32749998569488525},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.31940001249313354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443000078201294},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5425000190734863},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5414999723434448},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.5291000008583069},{"id":"https://openalex.org/C26324664","wikidata":"https://www.wikidata.org/wiki/Q1065525","display_name":"Message queue","level":2,"score":0.47909998893737793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45820000767707825},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4147999882698059},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.40230000019073486},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3750999867916107},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35920000076293945},{"id":"https://openalex.org/C167615521","wikidata":"https://www.wikidata.org/wiki/Q1048911","display_name":"Elliptic curve cryptography","level":4,"score":0.34299999475479126},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.32749998569488525},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.2921999990940094},{"id":"https://openalex.org/C99674996","wikidata":"https://www.wikidata.org/wiki/Q1414155","display_name":"Key exchange","level":4,"score":0.2842999994754791},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C510870077","wikidata":"https://www.wikidata.org/wiki/Q7444868","display_name":"Secure communication","level":3,"score":0.2822999954223633},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C76763059","wikidata":"https://www.wikidata.org/wiki/Q251072","display_name":"Machine to machine","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25369998812675476},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computation13100227","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13100227","pdf_url":"https://www.mdpi.com/2079-3197/13/10/227/pdf?version=1758882373","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8fd26a2042ea4f3faa571d7955d95c68","is_oa":true,"landing_page_url":"https://doaj.org/article/8fd26a2042ea4f3faa571d7955d95c68","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 13, Iss 10, p 227 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computation13100227","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13100227","pdf_url":"https://www.mdpi.com/2079-3197/13/10/227/pdf?version=1758882373","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4414554304.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2096974968","https://openalex.org/W2531320996","https://openalex.org/W2767039516","https://openalex.org/W2768152971","https://openalex.org/W2768696376","https://openalex.org/W2779139350","https://openalex.org/W2954574294","https://openalex.org/W3020687048","https://openalex.org/W3098620325","https://openalex.org/W3100825055","https://openalex.org/W3124401852","https://openalex.org/W3134720613","https://openalex.org/W3135028703","https://openalex.org/W3187039177","https://openalex.org/W4303980550","https://openalex.org/W4313327596","https://openalex.org/W4317422834","https://openalex.org/W4382137604","https://openalex.org/W4387951164","https://openalex.org/W4390988291","https://openalex.org/W4400770731","https://openalex.org/W4409974568"],"related_works":[],"abstract_inverted_index":{"The":[0,81,102],"Internet":[1],"of":[2,155],"Things":[3],"(IoT)":[4],"has":[5,34],"surfaced":[6],"as":[7],"a":[8,40,166],"revolutionary":[9],"technology,":[10],"enabling":[11],"ubiquitous":[12],"connectivity":[13],"between":[14],"devices":[15],"and":[16,30,79,97,111],"revolutionizing":[17],"traditional":[18],"lifestyles":[19],"through":[20,123],"smart":[21],"automation.":[22],"As":[23],"IoT":[24,135,163,171],"systems":[25],"proliferate,":[26],"securing":[27,161],"device-to-device":[28],"communication":[29],"server\u2013client":[31],"data":[32],"exchange":[33],"become":[35],"crucial.":[36],"This":[37],"paper":[38],"presents":[39],"novel":[41],"security":[42,107,172],"framework":[43,128],"that":[44],"integrates":[45],"elliptic":[46],"curve":[47],"cryptography":[48],"(ECC)":[49],"with":[50,71,116],"artificial":[51],"neural":[52],"networks":[53],"(ANNs)":[54],"to":[55,95],"enhance":[56],"the":[57,91,130,152],"Message":[58],"Queuing":[59],"Telemetry":[60],"Transport":[61],"(MQTT)":[62],"protocol.":[63],"Our":[64],"study":[65],"evaluated":[66],"multiple":[67],"machine":[68],"learning":[69],"algorithms,":[70],"ANN":[72,93],"demonstrating":[73],"superior":[74],"performance":[75],"in":[76],"anomaly":[77],"detection":[78],"classification.":[80],"hybrid":[82],"approach":[83,159],"not":[84],"only":[85],"encrypts":[86],"communications":[87],"but":[88],"also":[89],"employs":[90],"optimized":[92],"model":[94,104],"detect":[96],"classify":[98],"anomalous":[99],"traffic":[100],"patterns.":[101],"proposed":[103],"demonstrates":[105],"robust":[106],"features,":[108],"successfully":[109],"identifying":[110],"categorizing":[112],"various":[113],"attack":[114],"types":[115],"90.38%":[117],"accuracy":[118],"while":[119],"maintaining":[120],"message":[121],"confidentiality":[122],"ECC":[124],"encryption.":[125],"Notably,":[126],"this":[127,150],"retains":[129],"lightweight":[131],"characteristics":[132],"essential":[133],"for":[134,141,160,169],"devices,":[136],"making":[137],"it":[138],"especially":[139],"relevant":[140],"environments":[142],"where":[143],"resources":[144],"are":[145],"constrained.":[146],"To":[147],"our":[148],"knowledge,":[149],"represents":[151],"first":[153],"implementation":[154],"an":[156],"integrated":[157],"ECC-ANN":[158],"MQTT-based":[162],"communications,":[164],"offering":[165],"promising":[167],"solution":[168],"next-generation":[170],"requirements.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
